Ex-Amazon Engineering • MSME & GSTIN Registered (India)

Production-Grade Data Pipelines Built for Scale & Reliability

We architect, audit, and remediate high-throughput data infrastructure. Zero fluff, strict SLAs, and bulletproof schema enforcement.

Deterministic ETL/ELT Systems • Defensive Coding Practices • Cloud Data Warehouse Optimization
Why Analytics Skate™?

Unlike traditional agencies that route your project through account managers and junior devs, Analytics Skate™ operates as an independent boutique practice—delivering direct, hands-on architecture, rigorous code standards, and transparent execution from an ex-Amazon engineer.

Core Engineering Capabilities

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Pipeline Construction & Remediation

Building resilient, automated workflows for complex datasets. Adherence to strict SLAs and resolving pipeline failures before downstream impact.

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Defensive Data Modeling & Validation

Star schema / Snowflake architectures, advanced CTE window functions, and strict fail-fast validation constraints.

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Cloud Data Warehouse Optimization

PostgreSQL, AWS Redshift, and QuickSight optimization. Delivering targeted query optimization and performance tuning while driving down operational compute costs.

Production-Tested Infrastructure Stack

SQL (PostgreSQL / Redshift) Python (Pandas / NumPy / PySpark) AWS (S3, Redshift, Glue, Athena, QuickSight) Bash & Linux Automation ETLM & Workflow Schedulers Dimensional Modeling

Initiate an Engagement

Direct technical consultations. No sales reps, straight to senior engineering scoping.

Practice Leadership

Principal Data Engineer Harish M S
Registered Entity Analytics Skate™
Corporate Email harishms@analyticsskate.com
Operating Schedule US East / West Coast Alignment (IST / UTC+5:30)